siggraph, Twitter, 5/3/2021 11:35:12 PM, 254094


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siggraph_2021-05-02_03-20-43.xlsx
siggraph_2021-05-02_03-20-43.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 03, 2021
Short Description:
siggraph via NodeXL https://bit.ly/2RhQiNQ
@siggraph
@debfx
@googleai
@peter_shirley
@shirasuna
@80level
@jikihakase
@tomaszbednarz
@sinabiz_
@zigguratvertigo

Top hashtags:
#siggraph
#siggraph2021
#gamedev
#ieeevis
#ieeecga
#dataviz
#infovis
#visualanalytics

Description:
Description
The graph represents a network of 1,261 Twitter users whose tweets in the requested range contained "siggraph", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 02 May 2021 at 10:22 UTC.

The requested start date was Sunday, 02 May 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 20-hour, 28-minute period from Sunday, 18 April 2021 at 02:55 UTC to Saturday, 01 May 2021 at 23:23 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 1261
Unique Edges : 2068
Edges With Duplicates : 2163
Total Edges : 4231
Number of Edge Types : 5
Retweet : 970
MentionsInRetweet : 2403
Replies to : 133
Mentions : 572
Tweet : 153
Self-Loops : 159
Reciprocated Vertex Pair Ratio : 0.0111675126903553
Reciprocated Edge Ratio : 0.0220883534136546
Connected Components : 100
Single-Vertex Connected Components : 46
Maximum Vertices in a Connected Component : 1042
Maximum Edges in a Connected Component : 3936
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.74734
Graph Density : 0.00188059363317095
Modularity : 0.432029
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,261 Twitter users whose tweets in the requested range contained "siggraph", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 02 May 2021 at 10:22 UTC.

The requested start date was Sunday, 02 May 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 20-hour, 28-minute period from Sunday, 18 April 2021 at 02:55 UTC to Saturday, 01 May 2021 at 23:23 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : siggraph
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[27] https://www.youtube.com/watch?v=7zxp0kAzWwI&feature=youtu.be

[26] https://80.lv/articles/simulating-realistic-high-jumps-in-3d/
[25] http://kesen.realtimerendering.com/sig2021.html
[23] https://www.youtube.com/watch?v=f-VQfigEoO0&feature=youtu.be

[8] https://www.theglobeandmail.com/business/rob-magazine/article-best-executives-2021/
[5] https://dac.siggraph.org/robotics-electronics-ai/
[4] https://www.eventbrite.com/e/realtime-conference-the-rise-of-the-metaverse-registration-144402282113
[4] https://twitter.com/siggraph/status/1385700033773936647
[4] https://www.youtube.com/watch?v=NtcdYPjKlLw&feature=youtu.be

[3] http://cdn2.gran-turismo.com/data/www/pdi_publications/PracticalHDRandWCGinGTS_20181222.pdf

Top URLs in Tweet in G1:
[4] https://www.eventbrite.com/e/realtime-conference-the-rise-of-the-metaverse-registration-144402282113
[2] https://s2021.siggraph.org/register/
[2] https://blog.siggraph.org/2021/04/recap-women-of-influence-pioneers-and-change-makers.html/
[2] https://twitter.com/tomaszbednarz/status/1384768536023769092
[2] https://s2021.siggraph.org/program/posters/
[2] https://www.animationmagazine.net/events/annie-awards-soul-wolfwalkers-hilda-score-most-wins/
[2] https://dac.siggraph.org/robotics-electronics-ai/
[2] https://www.youtube.com/watch?v=f-VQfigEoO0&feature=youtu.be

[2] https://twitter.com/siggraph/status/1386798544636481542
[2] https://education.siggraph.org/conferences/annual-conference/siggraph-2021/fssw_call

Top URLs in Tweet in G2:
[5] http://kesen.realtimerendering.com/sig2021.html
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253221
[2] https://docs.google.com/forms/d/e/1FAIpQLSfhPucf-RkVJKqrjd8FdEmshBPlOFUsWQiKULaEUZ42F6M38w/viewform?usp=send_form
[2] https://www.youtube.com/watch?v=7zxp0kAzWwI&feature=youtu.be

[1] https://courses.cs.washington.edu/courses/csep557/16au/projects/trace/extra/Backward.pdf
[1] https://www.computer.org/csdl/magazine/cg/1998/02
[1] https://twitter.com/siggraph/status/1385700033773936647
[1] https://sa2021.siggraph.org/en/submissions
[1] https://s2021.siggraph.org/register
[1] https://twitter.com/siggraph/status/1384522379485908997

Top URLs in Tweet in G3:
[1] https://login.kras1.lib.keio.ac.jp/login?qurl=https://dl.acm.org%2fdoi%2f10.1145%2f378456.378509
[1] https://login.kras1.lib.keio.ac.jp/login?qurl=https://dl.acm.org%2fdoi%2f10.1145%2f97880.97881
[1] https://login.kras1.lib.keio.ac.jp/login?qurl=https://dl.acm.org%2fdoi%2f10.1111%2fcgf.14106
[1] https://blog.siggraph.org/2021/04/painted-in-a-good-light-method-makes-any-still-life-painting-dynamic.html/
[1] http://i3dsymposium.github.io/2021/
[1] https://www.sciencedirect.com/science/article/abs/pii/S0097849321000315
[1] https://www.sciencedirect.com/science/article/abs/pii/S009784932100039X
[1] https://www.youtube.com/watch?v=zYKP5Ib6rl8&feature=youtu.be

[1] https://sa2021.siggraph.org/en/
[1] https://twitter.com/AWSGameTech/status/1379900035522035713

Top URLs in Tweet in G4:
[8] https://www.theglobeandmail.com/business/rob-magazine/article-best-executives-2021/

Top URLs in Tweet in G5:
[3] http://cdn2.gran-turismo.com/data/www/pdi_publications/PracticalHDRandWCGinGTS_20181222.pdf
[1] http://i3dsymposium.github.io/2021/
[1] https://www.youtube.com/watch?v=_zM3bXZerw8&feature=youtu.be

[1] https://www.youtube.com/watch?v=v_GsNn_T1aU&feature=youtu.be


Top URLs in Tweet in G6:
[26] https://80.lv/articles/simulating-realistic-high-jumps-in-3d/
[1] https://80.lv/articles/study-interactive-wood-combustion-for-3d-trees/

Top URLs in Tweet in G8:
[1] https://markmohr.github.io/virtual_sketching/

Top URLs in Tweet in G9:
[24] https://www.youtube.com/watch?v=7zxp0kAzWwI&feature=youtu.be


Top URLs in Tweet in G10:
[21] https://www.youtube.com/watch?v=f-VQfigEoO0&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[65] youtube.com
[41] siggraph.org
[38] twitter.com
[27] realtimerendering.com
[27] 80.lv
[9] google.com
[8] theglobeandmail.com
[6] github.io
[5] eventbrite.com
[3] 4gamer.net

Top Domains in Tweet in G1:
[24] siggraph.org
[14] twitter.com
[5] youtube.com
[4] eventbrite.com
[2] animationmagazine.net
[1] github.io
[1] azocleantech.com
[1] eurovis.org
[1] cgw.com
[1] fmx.de

Top Domains in Tweet in G2:
[5] realtimerendering.com
[4] twitter.com
[3] nodexlgraphgallery.org
[2] siggraph.org
[2] google.com
[2] youtube.com
[1] washington.edu
[1] computer.org
[1] github.io
[1] nmwsharp.com

Top Domains in Tweet in G3:
[8] twitter.com
[3] ac.jp
[3] siggraph.org
[3] youtube.com
[3] realtimerendering.com
[3] 4gamer.net
[2] sciencedirect.com
[1] github.io
[1] vimeo.com
[1] google.com

Top Domains in Tweet in G4:
[8] theglobeandmail.com

Top Domains in Tweet in G5:
[3] gran-turismo.com
[2] youtube.com
[1] github.io

Top Domains in Tweet in G6:
[27] 80.lv

Top Domains in Tweet in G8:
[1] github.io

Top Domains in Tweet in G9:
[24] youtube.com

Top Domains in Tweet in G10:
[21] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[55] siggraph
[45] siggraph2021
[23] gamedev
[19] ieeevis
[18] ieeecga
[18] dataviz
[18] infovis
[17] visualanalytics
[15] albers_lucy
[13] durhamcountylib



Top Hashtags in Tweet in G1:
[39] siggraph2021
[11] proudtobesv
[8] cg
[7] realtimeconference
[6] vfx
[6] geometricdeeplearning
[5] realtime
[4] studentvolunteer
[4] svfridayfacts
[4] siggraphasia

Top Hashtags in Tweet in G2:
[4] siggraph
[3] siggraphasia2021
[3] siggraph2021
[2] cg
[1] sademoscene
[1] acm
[1] ieeecga
[1] dataviz
[1] infovis
[1] visualanalytics

Top Hashtags in Tweet in G3:
[7] siggraph
[2] cagjournal
[2] computergraphics
[2] sigchi
[2] eurographics
[1] shape
[1] colorcodefamap
[1] tensorglyphs
[1] rendering
[1] transparentobject

Top Hashtags in Tweet in G4:
[8] dreambig
[1] iknowher

Top Hashtags in Tweet in G6:
[23] gamedev
[3] 3dart
[3] study
[3] siggraph
[2] indiedev
[2] research
[2] tech
[1] simulation
[1] 3dmodeling
[1] paper

Top Hashtags in Tweet in G9:
[1] stickler

Top Hashtags in Tweet in G10:
[4] realtimeconference
[1] frontiers
[1] creativity
[1] demoscene

Top Words
Top Words in Tweet in Entire Graph:
[1109] siggraph
[695] 2021
[649] debfx
[649] googleai
[616] research
[613] latest
[601] start
[600] relighting
[599] total
[598] portrait

Top Words in Tweet in G1:
[733] siggraph
[619] debfx
[619] googleai
[595] 2021
[589] research
[588] latest
[577] relighting
[576] total
[576] start
[575] photo

Top Words in Tweet in G2:
[90] siggraph
[36] paper
[27] acm
[24] peter_shirley
[20] papers
[17] asia
[16] adversarial
[14] _alecjacobson
[13] 2021
[13] very

Top Words in Tweet in G3:
[44] siggraph
[8] asia
[7] computer
[7] #siggraph
[6] graphics
[6] 2021
[5] acm
[5] more
[5] paper
[4] 3d

Top Words in Tweet in G4:
[17] redthreads8
[17] globeandmail
[17] wisamerica
[17] saleswomenintec
[17] witwomen
[10] arvrmag
[10] arealityevent
[10] allraise
[10] asianleadersall
[10] womenintech6

Top Words in Tweet in G5:
[63] seed
[33] i3d
[33] games
[32] thursday
[32] colin
[32] barré
[32] brisebois
[32] zigguratvertigo
[32] give
[32] keynote

Top Words in Tweet in G6:
[32] 80level
[27] siggraph
[26] check
[26] great
[26] paper
[26] discussing
[26] simulating
[26] different
[26] athletic
[26] movements

Top Words in Tweet in G7:
[28] siggraph
[26] cvpr
[26] neuripsconf
[25] mattniessner
[22] paper
[22] top
[21] successfully
[21] publish
[21] tier
[21] venue

Top Words in Tweet in G8:
[25] 2019年にインターンしてくれたハオランさんの論文がsiggraph
[25] 2021に採択されました
[25] senga
[25] dead
[25] おめでとうございます
[25] general
[25] virtual
[25] sketching
[25] framework
[24] jikihakase

Top Words in Tweet in G9:
[34] siggraph
[31] 2021
[25] paper
[24] infinite
[24] bounded
[23] sinabiz_
[6] debfx
[6] googleai
[6] team's
[6] latest

Top Words in Tweet in G10:
[24] tomaszbednarz
[21] art
[21] code
[21] wrestling
[21] demoscene
[21] size
[21] limited
[21] masterpieces
[21] join
[21] another

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[676] siggraph,2021
[633] debfx,googleai
[606] research,siggraph
[598] total,relighting
[597] googleai,team's
[597] team's,latest
[597] latest,research
[597] 2021,total
[597] relighting,start
[597] start,arbitrary

Top Word Pairs in Tweet in G1:
[608] debfx,googleai
[589] siggraph,2021
[583] research,siggraph
[575] total,relighting
[574] googleai,team's
[574] team's,latest
[574] latest,research
[574] 2021,total
[574] relighting,start
[574] start,arbitrary

Top Word Pairs in Tweet in G2:
[27] acm,siggraph
[15] siggraph,asia
[13] siggraph,2021
[12] 1986,jim
[12] jim,arvo
[12] arvo,introduced
[12] introduced,very
[12] very,influential
[12] influential,paper
[12] paper,sent

Top Word Pairs in Tweet in G3:
[6] siggraph,2021
[5] acm,siggraph
[5] siggraph,asia
[4] computer,graphics
[3] siggraph,computer
[2] rigid,body
[2] computer,animation
[2] #cagjournal,#computergraphics
[2] #siggraph,#sigchi
[2] #sigchi,#eurographics

Top Word Pairs in Tweet in G4:
[17] wisamerica,saleswomenintec
[17] saleswomenintec,witwomen
[16] redthreads8,globeandmail
[10] witwomen,arvrmag
[10] arvrmag,arealityevent
[10] arealityevent,allraise
[10] allraise,asianleadersall
[10] asianleadersall,womenintech6
[10] womenintech6,vanywcawoda
[10] vanywcawoda,fearlesswomenca

Top Word Pairs in Tweet in G5:
[32] thursday,colin
[32] colin,barré
[32] barré,brisebois
[32] brisebois,zigguratvertigo
[32] zigguratvertigo,seed
[32] seed,give
[32] give,keynote
[32] keynote,i3d
[32] i3d,time
[32] time,ray

Top Word Pairs in Tweet in G6:
[26] check,great
[26] great,siggraph
[26] siggraph,paper
[26] paper,discussing
[26] discussing,simulating
[26] simulating,different
[26] different,athletic
[26] athletic,movements
[26] movements,3d
[25] 80level,check

Top Word Pairs in Tweet in G7:
[26] cvpr,siggraph
[26] siggraph,neuripsconf
[21] successfully,publish
[21] publish,paper
[21] paper,top
[21] top,tier
[21] tier,venue
[21] venue,cvpr
[21] neuripsconf,key
[21] key,understand

Top Word Pairs in Tweet in G8:
[25] 2019年にインターンしてくれたハオランさんの論文がsiggraph,2021に採択されました
[25] 2021に採択されました,senga
[25] senga,dead
[25] dead,おめでとうございます
[25] おめでとうございます,general
[25] general,virtual
[25] virtual,sketching
[25] sketching,framework
[24] jikihakase,2019年にインターンしてくれたハオランさんの論文がsiggraph
[24] framework,vect

Top Word Pairs in Tweet in G9:
[31] siggraph,2021
[24] infinite,bounded
[24] bounded,siggraph
[24] 2021,paper
[23] sinabiz_,infinite
[6] debfx,googleai
[6] googleai,team's
[6] team's,latest
[6] latest,research
[6] research,siggraph

Top Word Pairs in Tweet in G10:
[21] art,code
[21] code,wrestling
[21] wrestling,demoscene
[21] demoscene,size
[21] size,limited
[21] limited,masterpieces
[21] masterpieces,join
[21] join,another
[21] another,exciting
[20] tomaszbednarz,art

Top Replied-To
Top Replied-To in Entire Graph:
@debfx
@redthreads8
@siggraph
@peter_shirley
@pedrostarfleet
@mattniessner
@0xdeadbeefcafe
@_alecjacobson
@kertgartner
@ianfailes

Top Replied-To in G1:
@debfx
@pedrostarfleet
@siggraph
@0xdeadbeefcafe
@kreatureofhaviq
@kz3dart
@waiting416chars
@webjedi
@poljeremias
@flopineyeah

Top Replied-To in G2:
@peter_shirley
@_alecjacobson
@kaplanyan
@larrygritz
@maxliani
@siggraph

Top Replied-To in G4:
@redthreads8
@jagtweets

Top Replied-To in G5:
@totalwert

Top Replied-To in G7:
@mattniessner

Top Replied-To in G9:
@yongyuanxi

Top Mentioned
Top Mentioned in Entire Graph:
@siggraph
@googleai
@debfx
@zigguratvertigo
@seed
@80level
@tomaszbednarz
@cvpr
@neuripsconf
@sinabiz_

Top Mentioned in G1:
@siggraph
@googleai
@debfx
@liciis_urca
@urcalucas
@siggraphasiasv
@flopineyeah
@angermcs
@isislovecruft
@theofficialacm

Top Mentioned in G2:
@peter_shirley
@siggraph
@_alecjacobson
@xbpeng4
@geri_fitz
@midget_mg
@bravery_
@siggraphasia
@casualeffects
@nmwsharp

Top Mentioned in G4:
@globeandmail
@wisamerica
@saleswomenintec
@witwomen
@arvrmag
@arealityevent
@allraise
@asianleadersall
@womenintech6
@vanywcawoda

Top Mentioned in G5:
@zigguratvertigo
@seed
@debfx
@googleai
@siggraph
@lunasorcery
@peter_shirley
@jeffgrubb

Top Mentioned in G6:
@80level
@csgkaust
@3dwonders
@debfx
@googleai
@siggraph

Top Mentioned in G7:
@siggraph
@cvpr
@neuripsconf
@mattniessner
@debfx
@googleai
@shivamchandhok2

Top Mentioned in G8:
@jikihakase
@debfx
@googleai
@siggraph

Top Mentioned in G9:
@sinabiz_
@debfx
@googleai
@siggraph
@topher_batty
@yongyuanxi

Top Mentioned in G10:
@tomaszbednarz
@realtime_conf
@siggraph
@flopineyeah

Top Tweeters
Top Tweeters in Entire Graph:
@indiegamesdevel
@singulith
@globeandmail
@srdesventura
@researchmrx
@artificialbra1n
@bbcpropaganda
@discovertech3
@alpsirman
@misty_kirie

Top Tweeters in G1:
@singulith
@srdesventura
@misty_kirie
@rauziii
@reartistron
@nyomos
@morioka
@helvetica9000
@efeemachado
@antumbral

Top Tweeters in G2:
@grjenkin
@tatu86043605
@dbg3d
@ctsuchinoko
@sp4ghet
@nagakagachi
@roger_m_taylor
@notare00
@ishizukaclass
@peterhil

Top Tweeters in G3:
@bakegaki
@turbojedi
@dihuang
@masafumi
@tmidorin
@lanceulanoff
@colypopurim
@etsuko_ichihara
@real7a
@astro_erik

Top Tweeters in G4:
@globeandmail
@globebusiness
@hoseacheung
@cathyhackl
@arealityevent
@canadadavens
@sfualumni
@shamikbilgi
@thevrara
@freckleface23

Top Tweeters in G5:
@jeffgrubb
@caiusto
@feetnigga
@matiasgoldberg
@thejare
@lunasorcery
@aziebert
@aex3a
@mmalex
@all2one

Top Tweeters in G6:
@indiegamesdevel
@discovertech3
@bloodpawwolf
@arcaneruin
@cubedragonx
@indiegamesharer
@harvest57688777
@noodle3770
@thepixelsword
@arealhumanname1

Top Tweeters in G7:
@heghbalz
@softwarmechanic
@yuuyuuyuuyuu10
@akshitac8
@khoa_nguyentuan
@rosiasamui
@dennisytshen
@im_prashant_rai
@b_hampiholi
@shivam_ai

Top Tweeters in G8:
@_mer2
@higashikyou
@masayukiyama
@momiji_fullmoon
@hirokimori
@tanuki_ffxiv
@myamada0
@brainvader
@hf149
@murygrardyh

Top Tweeters in G9:
@jp_axs4ll
@atrix256
@tuan_kuranes
@wedusk101
@parresianz
@vm_braindumps
@el_gauchiste
@sellan_s
@pottuvoi
@topher_batty

Top Tweeters in G10:
@frauflimm
@aquigley
@demoscene_bot
@dz_015
@hypp74
@s_bergmann
@idlewog
@sohierremy
@laurene_hu
@tomaszbednarz